Complexity / 2017 / Article / Tab 5

Research Article

Kernel Negative ε Dragging Linear Regression for Pattern Classification

Table 5

Accuracies (%) of different methods on the YaleB database.

Number of training samples per class5678

Our method80.4881.6782.2884.55
DLSR76.0578.4879.3377.54
CLSR76.8378.8780.1177.85
NNLS68.9873.3973.3875.14
-SVM74.4576.5375.5876.93
KNN57.5660.4260.1460.92
SRC82.5384.54 85.22 85.29
LRC79.1481.0180.8784.36
NDLR77.0279.4080.2578.73

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